SAP HANA simplifies your platform for analytic data marts with machine learning and predictive analytics, data management, powerful search and rules engines, and multiple data analysis engines, including time series, streaming, graph, spatial and text.
Why use SAP HANA for your next data mart?
Machine Learning and Predictive Analytics
SAP HANA as a Machine Learning Platform
The SAP HANA platform provides data scientists, business analysts and database developers a machine learning (ML) and analytics platform for building and deploying machine learning models in production. Leverage the ability to analyze any data type, easily integrate with 90+ native machine learning algorithms, streaming analytics, with TensorFlow, R, SAS models, or custom develop algorithms in C++ using a SDK. Ease of use model management via SAP Predictive Analytics or SAP HANA Web IDE. All optimized for high performance.
Text Analytics and Search
Get faster, broader insights from text
Harness the value of all your business data. With SAP HANA, you can perform text analysis, text mining, and search to discover new insights from unstructured documents. And, when you process both structured and unstructured data in one platform, you can gain broader, contextual insights to improve decision making while benefiting from less data duplication and movement.
Series Data Processing
Detect and forecast trends in data
Measure data over time to discover trends that can save you time and money. With SAP HANA series data processing, you can efficiently process large volumes of series data in conjunction with business data to assess business impact. Whether you are monitoring price fluctuations, season patterns, machine efficiency, energy consumption, or network flow, the ability to monitor data over time lets you discover and exploit patterns to your competitive advantage.
Get the details
Learn more about how you can work with series data in SAP HANA – and discover new trends and patterns by analyzing data over a period of time.
Streaming Data Processing
Extract real-time insight from streaming data
Gain insight from event streams in real time – with a highly scalable processing engine in the SAP HANA platform that allows you to capture, analyze, and act on information streaming in from many sources. With SAP HANA streaming analytics, you can identify emerging threats and opportunities as they happen, and respond immediately. Streaming data is continuously compared and correlated to data in the SAP HANA database, so your business can detect anomalies in real time and act accordingly.
Graph Data Processing
Dynamically uncover valuable insight from interconnected data
Unlock new possibilities by exploring the relationships among people, places, and things. SAP HANA graph data processing allows you to model and analyze the complex reality of highly connected data, using a familiar relational database. Gain access to intuitive modeling and visualization tools to easily create and navigate graphs, uncover patterns, calculate shortest paths, and understand relationships. With built-in graph algorithms you can easily create innovative applications that open new opportunities for your business. And because graph data processing is part of the SAP HANA platform, your data is always secure and available.
Development Lectures
Find out more details in the latest talks from SAP TechEd 2017.
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Advances in Machine Learning for Real-Time Streaming Analytics, 2017
Learn about the machine learning capabilities of SAP HANA.
Machine Learning, Blockchain, and Conversational AI: How to Get Started, 2017
Based on a platform approach, SAP makes it easy for you to get started and build your own apps on top of these technologies.